{"id":"W4403170493","doi":"10.29173/cgs172","title":"Characteristics and Experiences of Employees who Gamble at Work","year":2024,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Gambling Research Institute, University of Calgary","keywords":"Work (physics); Business; Psychology; Labour economics; Marketing; Engineering; Economics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001394869,0.0001848982,0.0003806649,0.0001061282,0.0001241258,0.00005857508,0.00008134898,0.00007986993,0.0001562822],"category_scores_gemma":[0.0002964031,0.0001466593,0.00007450088,0.0002174648,0.0006827574,0.00006635056,0.0001305707,0.0001170211,0.00007477021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002909719,"about_ca_system_score_gemma":0.000009048031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006766912,"about_ca_topic_score_gemma":0.000001295036,"domain_scores_codex":[0.9987493,0.00004676461,0.0003113291,0.0003921016,0.0001758256,0.000324644],"domain_scores_gemma":[0.9988813,0.000719592,0.00002287723,0.0001914837,0.0001036093,0.00008112417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003313305,0.001080826,0.3680637,0.001370569,0.001500534,0.001252286,0.5271683,3.013582e-7,0.0005077345,0.05014165,0.01308524,0.03549743],"study_design_scores_gemma":[0.002564303,0.003198476,0.6698797,0.006149165,0.002967649,0.0002938004,0.283247,0.00003958225,0.006358748,0.006180904,0.01664638,0.002474259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729992,0.02349738,0.00003128792,0.0002632927,0.001810491,0.0000878853,0.00001359178,0.0001202007,0.001176633],"genre_scores_gemma":[0.9965699,0.000322481,0.0002040587,0.00003735105,0.0001244891,0.0001069211,0.000002863819,0.00002368912,0.002608279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301816,"threshold_uncertainty_score":0.5980594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657029617786746,"score_gpt":0.4687709493937361,"score_spread":0.3030679876150616,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}